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| 講演名 | 2013-11-29 15:50 High Efficient Control Algorithm for Thermal Comfort in Smart Homes Environment using Cyber-physical Systems ○Zhuo Cheng・Wai Wai Shein・Yasuo Tan・Azman Osman Lim（JAIST）  ASN2013-116 |
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| 抄録 | （和） | The design of heating, ventilation and air conditioning (HVAC) systems is crucial for improving energy efficiency in smart homes domain. Therefore, designing a controller to operate the HVAC systems in a smart way is critically important to address the energy and environmental concerns worldwide. By using cyber-physical systems (CPS) approach, the multiple physical platforms can be efficiently controllable by the unified control algorithm, in which the effectiveness of the unified control algorithm depends on the performance of multiple physical platforms to achieve the desirable result of the entire system in a timely manner. In this paper, we analyze the relationship between the sensor accuracy of multiple physical platforms and the performance of unified control algorithm. By using MATLAB/Simulink and the raw experiment data obtained from our intelligent home environment, we build a simulator to test and verify our proposed hybrid temperature control (HTC) system and its control algorithm for thermal comfort in the environment of smart homes. Through the linear regression method, we use a fitting method to improve the sensor accuracy without increasing the monetary cost of the proposed system. Simulation results reveal that the performance of the control algorithm for HTC system is highly improved by using the fitting method compared to the averaging method. |
| （英） | The design of heating, ventilation and air conditioning (HVAC) systems is crucial for improving energy efficiency in smart homes domain. Therefore, designing a controller to operate the HVAC systems in a smart way is critically important to address the energy and environmental concerns worldwide. By using cyber-physical systems (CPS) approach, the multiple physical platforms can be efficiently controllable by the unified control algorithm, in which the effectiveness of the unified control algorithm depends on the performance of multiple physical platforms to achieve the desirable result of the entire system in a timely manner. In this paper, we analyze the relationship between the sensor accuracy of multiple physical platforms and the performance of unified control algorithm. By using MATLAB/Simulink and the raw experiment data obtained from our intelligent home environment, we build a simulator to test and verify our proposed hybrid temperature control (HTC) system and its control algorithm for thermal comfort in the environment of smart homes. Through the linear regression method, we use a fitting method to improve the sensor accuracy without increasing the monetary cost of the proposed system. Simulation results reveal that the performance of the control algorithm for HTC system is highly improved by using the fitting method compared to the averaging method. | |
| キーワード | （和） | cyber-physical system / temperature control / sensor accuracy / fitting method / smart homes / / / |
| （英） | cyber-physical system / temperature control / sensor accuracy / fitting method / smart homes / / / | |
| 文献情報 | 信学技報, vol. 113, no. 328, ASN2013-116, pp. 141-146, 2013年11月. | |
| 資料番号 | ASN2013-116 | |
| 発行日 | 2013-11-21 (ASN) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| 著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します．(許諾番号：10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| PDFダウンロード | ASN2013-116 |
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| 研究会情報 | |
| 研究会 | ASN |
| 開催期間 | 2013-11-28 - 2013-11-29 |
| 開催地（和） | 機械振興会館 |
| 開催地（英） | Kikai-Shinko-Kaikan Bldg. |
| テーマ（和） | 知的環境, センサネットワーク, スマート建築, スマートシティ, 構造モニタリング, ゼロエネルギービルディング, 一般 |
| テーマ（英） | Ambient Intelligence, Sensor Networks, Smart Structure, Smart City, Structural Health Monitoring, ZEB, etc. |
| 講演論文情報の詳細 | |
| 申込み研究会 | ASN |
| 会議コード | 2013-11-ASN |
| 本文の言語 | 英語 |
| タイトル（和） | |
| サブタイトル（和） | |
| タイトル（英） | High Efficient Control Algorithm for Thermal Comfort in Smart Homes Environment using Cyber-physical Systems |
| サブタイトル（英） | |
| キーワード(1)（和/英） | cyber-physical system / cyber-physical system |
| キーワード(2)（和/英） | temperature control / temperature control |
| キーワード(3)（和/英） | sensor accuracy / sensor accuracy |
| キーワード(4)（和/英） | fitting method / fitting method |
| キーワード(5)（和/英） | smart homes / smart homes |
| キーワード(6)（和/英） | / |
| キーワード(7)（和/英） | / |
| キーワード(8)（和/英） | / |
| 第1著者 氏名（和/英/ヨミ） | Zhuo Cheng / Zhuo Cheng / |
| 第1著者 所属（和/英） | Japan Advanced Institute of Science and Technology (略称： 北陸先端大) Japan Advanced Institute of Science and Technology (略称： JAIST) |
| 第2著者 氏名（和/英/ヨミ） | Wai Wai Shein / Wai Wai Shein / |
| 第2著者 所属（和/英） | Japan Advanced Institute of Science and Technology (略称： 北陸先端大) Japan Advanced Institute of Science and Technology (略称： JAIST) |
| 第3著者 氏名（和/英/ヨミ） | Yasuo Tan / Yasuo Tan / |
| 第3著者 所属（和/英） | Japan Advanced Institute of Science and Technology (略称： 北陸先端大) Japan Advanced Institute of Science and Technology (略称： JAIST) |
| 第4著者 氏名（和/英/ヨミ） | Azman Osman Lim / Azman Osman Lim / |
| 第4著者 所属（和/英） | Japan Advanced Institute of Science and Technology (略称： 北陸先端大) Japan Advanced Institute of Science and Technology (略称： JAIST) |
| 講演者 | 第1著者 |
| 発表日時 | 2013-11-29 15:50:00 |
| 発表時間 | 25分 |
| 申込先研究会 | ASN |
| 資料番号 | ASN2013-116 |
| 巻番号（vol） | vol.113 |
| 号番号（no） | no.328 |
| ページ範囲 | pp.141-146 |
| ページ数 | 6 |
| 発行日 | 2013-11-21 (ASN) |
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